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| File | Description |
|---|---|
best.pt | ⭐ Best mAP checkpoint |
last.pt | Latest epoch — resume training |
best.onnx | ONNX FP16 for edge deployment |
1from ultralytics import YOLO
2model = YOLO("best.pt")
3results = model("road.jpg", conf=0.35)
4results[0].show()cigarette_butt · plastic_bottle · drinks_can · fast_food_packaging
plastic_bag · coffee_cup · glass_bottle · paper_waste
food_wrapper · general_litter